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2025
How temperature and meteorological conditions trigger algal blooms on tropical reefs
Marine Pollution Bulletin
2025
Machine and Deep Learning Framework for Sargassum Detection and Fractional Cover Estimation Using Multi-Sensor Satellite Imagery
Data
2025
Monitoring pelagic Sargassum in the Atlantic Ocean from space: Principles and practices
Harmful Algae
2025
Algae-Mamba: A Spatially Variable Mamba for Algae Extraction From Remote Sensing Images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2025
Understanding the Sargassum phenomenon in the Tropical Atlantic Ocean: From satellite monitoring to stranding forecast
Marine Pollution Bulletin
2025
A deep-learning framework to detect green tide from MODIS images
Frontiers in Remote Sensing
2025
Socio-ecological vulnerability assessment to Sargassum arrivals
Scientific Reports
2025
Enhancing Ulva prolifera Detection in the South Yellow Sea Using Sentinel-1 SAR Imagery and Advanced Deep Learning Frameworks
Remote Sensing
2025
A Deep Learning Approach for Extracting Cyanobacterial Blooms in Eutrophic Lakes From Satellite Imagery
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2024
OCEANS 2024 - Halifax
2024
Applications of Seaweeds in Food and Nutrition
2024
Perceived Sargassum event incidence, impacts, and management response in the Caribbean Basin
Marine Policy
2024
ADNet: A Real-Time Floating Algae Segmentation Using Distillation Network
Journal of Marine Science and Engineering
2024
Anisotropic Green Tide Patch Information Extraction Based on Deformable Convolution
Remote Sensing
2024
Modeling of algal blooms: Advances, applications and prospects
Ocean & Coastal Management
2024
Innovative spectral characterisation of beached pelagic sargassum towards remote estimation of biochemical and phenotypic properties
Science of The Total Environment
2024
2024 13th International Conference On Software Process Improvement (CIMPS)
2024
Towards sustainable coastal management: aerial imagery and deep learning for high-resolution Sargassum mapping
PeerJ
2024
Assessment of Leachate Generated by Sargassum spp. in the Mexican Caribe: Part 1 Spatial Variations
Water
2023
2023 Mexican International Conference on Computer Science (ENC)
2023
SLWE-Net: An improved lightweight U-Net for Sargassum extraction from GOCI images
Marine Pollution Bulletin
2023
DistinguishingUlva proliferaandSargassum horneriby using multi-feature-based ResUnet algorithm
Marine Geodesy
2023
Tracking and detecting sargassum pathways across the tropical Atlantic
Environmental Research Communications
2023
Taking Artificial Intelligence Into Space Through Objective Selection of Hyperspectral Earth Observation Applications: To bring the “brain” close to the “eyes” of satellite missions
IEEE Geoscience and Remote Sensing Magazine
2023
Detection of Sargassum from Sentinel Satellite Sensors Using Deep Learning Approach
Remote Sensing
2023
Algorithms applied for monitoring pelagic Sargassum
Frontiers in Marine Science
2023
Classification With Unbalanced Samples by Self-Sampling and Semicorrelated Co-Training— An Application to Algal Bloom Detection
IEEE Transactions on Geoscience and Remote Sensing
2023
Monitoring Green Tide in the Yellow Sea Using High-Resolution Imagery and Deep Learning
Remote Sensing
2022
Use of semantic segmentation for mapping Sargassum on beaches
PeerJ
2022
Deep Learning-Based Automatic Extraction of Cyanobacterial Blooms from Sentinel-2 MSI Satellite Data
Remote Sensing
2022
RaftNet: A New Deep Neural Network for Coastal Raft Aquaculture Extraction from Landsat 8 OLI Data
Remote Sensing
2022
Filtering out false Sargassum detections using context features
Frontiers in Marine Science
2022
SRSe-Net: Super-Resolution-Based Semantic Segmentation Network for Green Tide Extraction
Remote Sensing
2022
AlgaeMask: An Instance Segmentation Network for Floating Algae Detection
Journal of Marine Science and Engineering
2022
OCEANS 2022, Hampton Roads
2022
Long-term spatial variation of algal blooms extracted using the U-net model from 10 years of GOCI imagery in the East China Sea
Journal of Environmental Management
2022
A High-Quality Instance-Segmentation Network for Floating-Algae Detection Using RGB Images
Remote Sensing
2022
Recent Developments in Artificial Intelligence in Oceanography
Ocean-Land-Atmosphere Research
2022
Quantification of Underwater Sargassum Aggregations Based on a Semi-Analytical Approach Applied to Sentinel-3/OLCI (Copernicus) Data in the Tropical Atlantic Ocean
Remote Sensing
2021
Assessing temporal dynamics on pelagic Sargassum influx and its relationship with water quality parameters in the Mexican Caribbean
Regional Studies in Marine Science
2021
Sargassum Detection Using Machine Learning Models: A Case Study with the First 6 Months of GOCI-II Imagery
Remote Sensing
2021
Beaching and Natural Removal Dynamics of Pelagic Sargassum in a Fringing‐Reef Lagoon
Journal of Geophysical Research: Oceans
2021
A Deep Learning and GIS Approach for the Optimal Positioning of Wave Energy Converters
Energies
2021
Satellite remote sensing of pelagic Sargassum macroalgae: The power of high resolution and deep learning
Remote Sensing of Environment
2021
Collective view: mapping Sargassum distribution along beaches
PeerJ Computer Science
2021
Automatic Extraction of Sargassum Features From Sentinel-2 MSI Images
IEEE Transactions on Geoscience and Remote Sensing
2021
Algae on coral rocky reefs as indicators of disturbances along the Ecuadorian coast
Regional Studies in Marine Science
2021
NMR Metabolic Profiling of Sargassum Species Under Different Stabilization/Extraction Processes
Journal of Phycology
2020
Deep-learning-based information mining from ocean remote-sensing imagery
National Science Review
2020
Automating the Analysis of Fish Abundance Using Object Detection: Optimizing Animal Ecology With Deep Learning
Frontiers in Marine Science
2020
Communications in Computer and Information Science
2020
Instance Segmentation for Large, Multi-Channel Remote Sensing Imagery Using Mask-RCNN and a Mosaicking Approach
Remote Sensing
2019
Communications in Computer and Information Science
2019
Communications in Computer and Information Science
2019
Sargassumblooms in the Caribbean alter the trophic structure of the sea urchinDiadema antillarum
PeerJ
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